Dataset statistics
| Number of variables | 31 |
|---|---|
| Number of observations | 206593 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 58.5 MiB |
| Average record size in memory | 296.9 B |
Variable types
| Categorical | 12 |
|---|---|
| Numeric | 19 |
id has a high cardinality: 206593 distinct values | High cardinality |
first_browser has a high cardinality: 52 distinct values | High cardinality |
signup_flow is highly overall correlated with signup_app | High correlation |
days_from_first_active_untill_booking is highly overall correlated with days_from_account_created_untill_first_booking and 4 other fields | High correlation |
days_from_account_created_untill_first_booking is highly overall correlated with days_from_first_active_untill_booking and 4 other fields | High correlation |
year_first_active is highly overall correlated with year_account_created | High correlation |
month_first_active is highly overall correlated with week_of_year_first_active and 2 other fields | High correlation |
day_first_active is highly overall correlated with day_account_created | High correlation |
day_of_week__first_active is highly overall correlated with day_of_week_account_created | High correlation |
week_of_year_first_active is highly overall correlated with month_first_active and 2 other fields | High correlation |
year_first_booking is highly overall correlated with days_from_first_active_untill_booking and 4 other fields | High correlation |
month_first_booking is highly overall correlated with week_of_year_first_booking | High correlation |
day_first_booking is highly overall correlated with days_from_first_active_untill_booking and 3 other fields | High correlation |
day_of_week_first_booking is highly overall correlated with days_from_first_active_untill_booking and 3 other fields | High correlation |
week_of_year_first_booking is highly overall correlated with month_first_booking | High correlation |
month_account_created is highly overall correlated with month_first_active and 2 other fields | High correlation |
day_account_created is highly overall correlated with day_first_active | High correlation |
day_of_week_account_created is highly overall correlated with day_of_week__first_active | High correlation |
week_of_year_account_created is highly overall correlated with month_first_active and 2 other fields | High correlation |
affiliate_channel is highly overall correlated with affiliate_provider | High correlation |
affiliate_provider is highly overall correlated with affiliate_channel | High correlation |
signup_app is highly overall correlated with signup_flow and 2 other fields | High correlation |
first_device_type is highly overall correlated with signup_app and 1 other fields | High correlation |
first_browser is highly overall correlated with signup_app and 1 other fields | High correlation |
year_account_created is highly overall correlated with days_from_first_active_untill_booking and 3 other fields | High correlation |
language is highly imbalanced (93.0%) | Imbalance |
affiliate_provider is highly imbalanced (63.5%) | Imbalance |
signup_app is highly imbalanced (61.3%) | Imbalance |
first_browser is highly imbalanced (55.2%) | Imbalance |
country_destination is highly imbalanced (52.9%) | Imbalance |
days_from_first_active_untill_account_created is highly skewed (γ1 = 69.29642597) | Skewed |
id is uniformly distributed | Uniform |
id has unique values | Unique |
signup_flow has 162557 (78.7%) zeros | Zeros |
days_from_first_active_untill_booking has 20738 (10.0%) zeros | Zeros |
days_from_first_active_untill_account_created has 206421 (99.9%) zeros | Zeros |
days_from_account_created_untill_first_booking has 20741 (10.0%) zeros | Zeros |
day_of_week__first_active has 31837 (15.4%) zeros | Zeros |
day_of_week_first_booking has 132217 (64.0%) zeros | Zeros |
day_of_week_account_created has 31830 (15.4%) zeros | Zeros |
Reproduction
| Analysis started | 2023-04-10 02:41:21.295426 |
|---|---|
| Analysis finished | 2023-04-10 02:42:47.905242 |
| Duration | 1 minute and 26.61 seconds |
| Software version | pandas-profiling v3.6.6 |
| Download configuration | config.json |
id
Categorical
HIGH CARDINALITY  UNIFORM  UNIQUE 
| Distinct | 206593 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.2 MiB |
| gxn3p5htnn | 1 |
|---|---|
| rioo9za4y8 | 1 |
| oypwb8dpjq | 1 |
| rfbi1jdtsi | 1 |
| 1n4g6rkyaj | 1 |
| Other values (206588) |
Length
| Max length | 10 |
|---|---|
| Median length | 10 |
| Mean length | 10 |
| Min length | 10 |
Characters and Unicode
| Total characters | 2065930 |
|---|---|
| Distinct characters | 36 |
| Distinct categories | 2 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 206593 ? |
|---|---|
| Unique (%) | 100.0% |
Sample
| 1st row | gxn3p5htnn |
|---|---|
| 2nd row | 820tgsjxq7 |
| 3rd row | 4ft3gnwmtx |
| 4th row | bjjt8pjhuk |
| 5th row | 87mebub9p4 |
Common Values
| Value | Count | Frequency (%) |
| gxn3p5htnn | 1 | < 0.1% |
| rioo9za4y8 | 1 | < 0.1% |
| oypwb8dpjq | 1 | < 0.1% |
| rfbi1jdtsi | 1 | < 0.1% |
| 1n4g6rkyaj | 1 | < 0.1% |
| todvt5z6pw | 1 | < 0.1% |
| 1w4hlsh371 | 1 | < 0.1% |
| wq51bf02mm | 1 | < 0.1% |
| qg0niicmf2 | 1 | < 0.1% |
| iw6a03tix5 | 1 | < 0.1% |
| Other values (206583) | 206583 |
Length
| Value | Count | Frequency (%) |
| gxn3p5htnn | 1 | < 0.1% |
| yuuqmid2rp | 1 | < 0.1% |
| cheova4spt | 1 | < 0.1% |
| hql77nu2lk | 1 | < 0.1% |
| 4ft3gnwmtx | 1 | < 0.1% |
| bjjt8pjhuk | 1 | < 0.1% |
| 87mebub9p4 | 1 | < 0.1% |
| osr2jwljor | 1 | < 0.1% |
| lsw9q7uk0j | 1 | < 0.1% |
| 0d01nltbrs | 1 | < 0.1% |
| Other values (206583) | 206583 |
Most occurring characters
| Value | Count | Frequency (%) |
| t | 57855 | 2.8% |
| h | 57719 | 2.8% |
| y | 57712 | 2.8% |
| o | 57682 | 2.8% |
| f | 57593 | 2.8% |
| 4 | 57586 | 2.8% |
| 1 | 57560 | 2.8% |
| b | 57558 | 2.8% |
| j | 57550 | 2.8% |
| i | 57525 | 2.8% |
| Other values (26) | 1489590 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 1492613 | |
| Decimal Number | 573317 | 27.8% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| t | 57855 | 3.9% |
| h | 57719 | 3.9% |
| y | 57712 | 3.9% |
| o | 57682 | 3.9% |
| f | 57593 | 3.9% |
| b | 57558 | 3.9% |
| j | 57550 | 3.9% |
| i | 57525 | 3.9% |
| w | 57514 | 3.9% |
| a | 57500 | 3.9% |
| Other values (16) | 916405 |
Decimal Number
| Value | Count | Frequency (%) |
| 4 | 57586 | |
| 1 | 57560 | |
| 2 | 57493 | |
| 7 | 57460 | |
| 3 | 57364 | |
| 8 | 57349 | |
| 9 | 57336 | |
| 0 | 57106 | |
| 5 | 57052 | |
| 6 | 57011 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 1492613 | |
| Common | 573317 | 27.8% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| t | 57855 | 3.9% |
| h | 57719 | 3.9% |
| y | 57712 | 3.9% |
| o | 57682 | 3.9% |
| f | 57593 | 3.9% |
| b | 57558 | 3.9% |
| j | 57550 | 3.9% |
| i | 57525 | 3.9% |
| w | 57514 | 3.9% |
| a | 57500 | 3.9% |
| Other values (16) | 916405 |
Common
| Value | Count | Frequency (%) |
| 4 | 57586 | |
| 1 | 57560 | |
| 2 | 57493 | |
| 7 | 57460 | |
| 3 | 57364 | |
| 8 | 57349 | |
| 9 | 57336 | |
| 0 | 57106 | |
| 5 | 57052 | |
| 6 | 57011 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 2065930 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| t | 57855 | 2.8% |
| h | 57719 | 2.8% |
| y | 57712 | 2.8% |
| o | 57682 | 2.8% |
| f | 57593 | 2.8% |
| 4 | 57586 | 2.8% |
| 1 | 57560 | 2.8% |
| b | 57558 | 2.8% |
| j | 57550 | 2.8% |
| i | 57525 | 2.8% |
| Other values (26) | 1489590 |
gender
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.2 MiB |
| -unknown- | |
|---|---|
| FEMALE | |
| MALE | |
| OTHER | 275 |
Length
| Max length | 9 |
|---|---|
| Median length | 6 |
| Mean length | 6.8163829 |
| Min length | 4 |
Characters and Unicode
| Total characters | 1408217 |
|---|---|
| Distinct characters | 15 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | -unknown- |
|---|---|
| 2nd row | MALE |
| 3rd row | FEMALE |
| 4th row | FEMALE |
| 5th row | -unknown- |
Common Values
| Value | Count | Frequency (%) |
| -unknown- | 91706 | |
| FEMALE | 61520 | |
| MALE | 53092 | |
| OTHER | 275 | 0.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| unknown | 91706 | |
| female | 61520 | |
| male | 53092 | |
| other | 275 | 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| n | 275118 | |
| - | 183412 | |
| E | 176407 | |
| M | 114612 | |
| A | 114612 | |
| L | 114612 | |
| u | 91706 | 6.5% |
| k | 91706 | 6.5% |
| o | 91706 | 6.5% |
| w | 91706 | 6.5% |
| Other values (5) | 62620 | 4.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 641942 | |
| Uppercase Letter | 582863 | |
| Dash Punctuation | 183412 | 13.0% |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| E | 176407 | |
| M | 114612 | |
| A | 114612 | |
| L | 114612 | |
| F | 61520 | 10.6% |
| O | 275 | < 0.1% |
| T | 275 | < 0.1% |
| H | 275 | < 0.1% |
| R | 275 | < 0.1% |
Lowercase Letter
| Value | Count | Frequency (%) |
| n | 275118 | |
| u | 91706 | 14.3% |
| k | 91706 | 14.3% |
| o | 91706 | 14.3% |
| w | 91706 | 14.3% |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 183412 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 1224805 | |
| Common | 183412 | 13.0% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| n | 275118 | |
| E | 176407 | |
| M | 114612 | |
| A | 114612 | |
| L | 114612 | |
| u | 91706 | 7.5% |
| k | 91706 | 7.5% |
| o | 91706 | 7.5% |
| w | 91706 | 7.5% |
| F | 61520 | 5.0% |
| Other values (4) | 1100 | 0.1% |
Common
| Value | Count | Frequency (%) |
| - | 183412 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1408217 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| n | 275118 | |
| - | 183412 | |
| E | 176407 | |
| M | 114612 | |
| A | 114612 | |
| L | 114612 | |
| u | 91706 | 6.5% |
| k | 91706 | 6.5% |
| o | 91706 | 6.5% |
| w | 91706 | 6.5% |
| Other values (5) | 62620 | 4.4% |
age
Real number (ℝ)
| Distinct | 99 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 42.117424 |
| Minimum | 16 |
|---|---|
| Maximum | 115 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.2 MiB |
Quantile statistics
| Minimum | 16 |
|---|---|
| 5-th percentile | 24 |
| Q1 | 32 |
| median | 49 |
| Q3 | 49 |
| 95-th percentile | 57 |
| Maximum | 115 |
| Range | 99 |
| Interquartile range (IQR) | 17 |
Descriptive statistics
| Standard deviation | 12.156497 |
|---|---|
| Coefficient of variation (CV) | 0.28863344 |
| Kurtosis | 4.6261166 |
| Mean | 42.117424 |
| Median Absolute Deviation (MAD) | 6 |
| Skewness | 1.0019742 |
| Sum | 8701165 |
| Variance | 147.78042 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 49 | 85257 | |
| 30 | 6039 | 2.9% |
| 31 | 5935 | 2.9% |
| 29 | 5894 | 2.9% |
| 28 | 5862 | 2.8% |
| 32 | 5763 | 2.8% |
| 27 | 5671 | 2.7% |
| 33 | 5455 | 2.6% |
| 26 | 4960 | 2.4% |
| 34 | 4940 | 2.4% |
| Other values (89) | 70817 |
| Value | Count | Frequency (%) |
| 16 | 26 | < 0.1% |
| 17 | 64 | < 0.1% |
| 18 | 665 | 0.3% |
| 19 | 1097 | 0.5% |
| 20 | 533 | 0.3% |
| 21 | 969 | 0.5% |
| 22 | 1679 | 0.8% |
| 23 | 2424 | |
| 24 | 3173 | |
| 25 | 4405 |
| Value | Count | Frequency (%) |
| 115 | 12 | < 0.1% |
| 113 | 4 | < 0.1% |
| 112 | 1 | < 0.1% |
| 111 | 2 | < 0.1% |
| 110 | 188 | 0.1% |
| 109 | 31 | < 0.1% |
| 108 | 15 | < 0.1% |
| 107 | 23 | < 0.1% |
| 106 | 17 | < 0.1% |
| 105 | 1127 |
signup_method
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.2 MiB |
| basic | |
|---|---|
| 546 |
Length
| Max length | 8 |
|---|---|
| Median length | 5 |
| Mean length | 5.8508614 |
| Min length | 5 |
Characters and Unicode
| Total characters | 1208747 |
|---|---|
| Distinct characters | 11 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | |
|---|---|
| 2nd row | |
| 3rd row | basic |
| 4th row | |
| 5th row | basic |
Common Values
| Value | Count | Frequency (%) |
| basic | 147635 | |
| 58412 | 28.3% | |
| 546 | 0.3% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| basic | 147635 | |
| 58412 | 28.3% | |
| 546 | 0.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| b | 206047 | |
| a | 206047 | |
| c | 206047 | |
| s | 147635 | |
| i | 147635 | |
| o | 117916 | |
| e | 58958 | 4.9% |
| f | 58412 | 4.8% |
| k | 58412 | 4.8% |
| g | 1092 | 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 1208747 |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| b | 206047 | |
| a | 206047 | |
| c | 206047 | |
| s | 147635 | |
| i | 147635 | |
| o | 117916 | |
| e | 58958 | 4.9% |
| f | 58412 | 4.8% |
| k | 58412 | 4.8% |
| g | 1092 | 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 1208747 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| b | 206047 | |
| a | 206047 | |
| c | 206047 | |
| s | 147635 | |
| i | 147635 | |
| o | 117916 | |
| e | 58958 | 4.9% |
| f | 58412 | 4.8% |
| k | 58412 | 4.8% |
| g | 1092 | 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1208747 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| b | 206047 | |
| a | 206047 | |
| c | 206047 | |
| s | 147635 | |
| i | 147635 | |
| o | 117916 | |
| e | 58958 | 4.9% |
| f | 58412 | 4.8% |
| k | 58412 | 4.8% |
| g | 1092 | 0.1% |
signup_flow
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 17 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.1569463 |
| Minimum | 0 |
|---|---|
| Maximum | 25 |
| Zeros | 162557 |
| Zeros (%) | 78.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.2 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 25 |
| Maximum | 25 |
| Range | 25 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 7.5506836 |
|---|---|
| Coefficient of variation (CV) | 2.3917682 |
| Kurtosis | 3.5516157 |
| Mean | 3.1569463 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.2837836 |
| Sum | 652203 |
| Variance | 57.012823 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 162557 | |
| 25 | 13724 | 6.6% |
| 12 | 8897 | 4.3% |
| 3 | 7550 | 3.7% |
| 2 | 5522 | 2.7% |
| 24 | 3975 | 1.9% |
| 23 | 2793 | 1.4% |
| 1 | 837 | 0.4% |
| 6 | 240 | 0.1% |
| 8 | 237 | 0.1% |
| Other values (7) | 261 | 0.1% |
| Value | Count | Frequency (%) |
| 0 | 162557 | |
| 1 | 837 | 0.4% |
| 2 | 5522 | 2.7% |
| 3 | 7550 | 3.7% |
| 4 | 1 | < 0.1% |
| 5 | 31 | < 0.1% |
| 6 | 240 | 0.1% |
| 8 | 237 | 0.1% |
| 10 | 2 | < 0.1% |
| 12 | 8897 | 4.3% |
| Value | Count | Frequency (%) |
| 25 | 13724 | |
| 24 | 3975 | 1.9% |
| 23 | 2793 | 1.4% |
| 21 | 195 | 0.1% |
| 20 | 14 | < 0.1% |
| 16 | 9 | < 0.1% |
| 15 | 9 | < 0.1% |
| 12 | 8897 | |
| 10 | 2 | < 0.1% |
| 8 | 237 | 0.1% |
language
Categorical
| Distinct | 25 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.2 MiB |
| en | |
|---|---|
| zh | 1599 |
| fr | 1146 |
| es | 888 |
| ko | 720 |
| Other values (20) | 2604 |
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 2 |
| Min length | 2 |
Characters and Unicode
| Total characters | 413186 |
|---|---|
| Distinct characters | 19 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | en |
|---|---|
| 2nd row | en |
| 3rd row | en |
| 4th row | en |
| 5th row | en |
Common Values
| Value | Count | Frequency (%) |
| en | 199636 | |
| zh | 1599 | 0.8% |
| fr | 1146 | 0.6% |
| es | 888 | 0.4% |
| ko | 720 | 0.3% |
| de | 715 | 0.3% |
| it | 489 | 0.2% |
| ru | 378 | 0.2% |
| pt | 234 | 0.1% |
| ja | 224 | 0.1% |
| Other values (15) | 564 | 0.3% |
Length
| Value | Count | Frequency (%) |
| en | 199636 | |
| zh | 1599 | 0.8% |
| fr | 1146 | 0.6% |
| es | 888 | 0.4% |
| ko | 720 | 0.3% |
| de | 715 | 0.3% |
| it | 489 | 0.2% |
| ru | 378 | 0.2% |
| pt | 234 | 0.1% |
| ja | 224 | 0.1% |
| Other values (15) | 564 | 0.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 201263 | |
| n | 199760 | |
| h | 1641 | 0.4% |
| z | 1599 | 0.4% |
| r | 1589 | 0.4% |
| f | 1160 | 0.3% |
| s | 1046 | 0.3% |
| t | 809 | 0.2% |
| d | 795 | 0.2% |
| o | 750 | 0.2% |
| Other values (9) | 2774 | 0.7% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 413186 |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 201263 | |
| n | 199760 | |
| h | 1641 | 0.4% |
| z | 1599 | 0.4% |
| r | 1589 | 0.4% |
| f | 1160 | 0.3% |
| s | 1046 | 0.3% |
| t | 809 | 0.2% |
| d | 795 | 0.2% |
| o | 750 | 0.2% |
| Other values (9) | 2774 | 0.7% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 413186 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 201263 | |
| n | 199760 | |
| h | 1641 | 0.4% |
| z | 1599 | 0.4% |
| r | 1589 | 0.4% |
| f | 1160 | 0.3% |
| s | 1046 | 0.3% |
| t | 809 | 0.2% |
| d | 795 | 0.2% |
| o | 750 | 0.2% |
| Other values (9) | 2774 | 0.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 413186 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 201263 | |
| n | 199760 | |
| h | 1641 | 0.4% |
| z | 1599 | 0.4% |
| r | 1589 | 0.4% |
| f | 1160 | 0.3% |
| s | 1046 | 0.3% |
| t | 809 | 0.2% |
| d | 795 | 0.2% |
| o | 750 | 0.2% |
| Other values (9) | 2774 | 0.7% |
affiliate_channel
Categorical
| Distinct | 8 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.2 MiB |
| direct | |
|---|---|
| sem-brand | |
| sem-non-brand | |
| seo | 8420 |
| other | 8296 |
| Other values (3) | 12569 |
Length
| Max length | 13 |
|---|---|
| Median length | 6 |
| Mean length | 6.7501077 |
| Min length | 3 |
Characters and Unicode
| Total characters | 1394525 |
|---|---|
| Distinct characters | 17 |
| Distinct categories | 2 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | direct |
|---|---|
| 2nd row | seo |
| 3rd row | direct |
| 4th row | direct |
| 5th row | direct |
Common Values
| Value | Count | Frequency (%) |
| direct | 133678 | |
| sem-brand | 25681 | 12.4% |
| sem-non-brand | 17949 | 8.7% |
| seo | 8420 | 4.1% |
| other | 8296 | 4.0% |
| api | 7736 | 3.7% |
| content | 3780 | 1.8% |
| remarketing | 1053 | 0.5% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| direct | 133678 | |
| sem-brand | 25681 | 12.4% |
| sem-non-brand | 17949 | 8.7% |
| seo | 8420 | 4.1% |
| other | 8296 | 4.0% |
| api | 7736 | 3.7% |
| content | 3780 | 1.8% |
| remarketing | 1053 | 0.5% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 199910 | |
| r | 187710 | |
| d | 177308 | |
| t | 150587 | |
| i | 142467 | |
| c | 137458 | |
| n | 88141 | |
| - | 61579 | 4.4% |
| a | 52419 | 3.8% |
| s | 52050 | 3.7% |
| Other values (7) | 144896 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 1332946 | |
| Dash Punctuation | 61579 | 4.4% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 199910 | |
| r | 187710 | |
| d | 177308 | |
| t | 150587 | |
| i | 142467 | |
| c | 137458 | |
| n | 88141 | |
| a | 52419 | 3.9% |
| s | 52050 | 3.9% |
| m | 44683 | 3.4% |
| Other values (6) | 100213 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 61579 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 1332946 | |
| Common | 61579 | 4.4% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 199910 | |
| r | 187710 | |
| d | 177308 | |
| t | 150587 | |
| i | 142467 | |
| c | 137458 | |
| n | 88141 | |
| a | 52419 | 3.9% |
| s | 52050 | 3.9% |
| m | 44683 | 3.4% |
| Other values (6) | 100213 |
Common
| Value | Count | Frequency (%) |
| - | 61579 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1394525 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 199910 | |
| r | 187710 | |
| d | 177308 | |
| t | 150587 | |
| i | 142467 | |
| c | 137458 | |
| n | 88141 | |
| - | 61579 | 4.4% |
| a | 52419 | 3.8% |
| s | 52050 | 3.7% |
| Other values (7) | 144896 |
affiliate_provider
Categorical
HIGH CORRELATION  IMBALANCE 
| Distinct | 18 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.2 MiB |
| direct | |
|---|---|
| other | 11867 |
| craigslist | 2964 |
| bing | 2253 |
| Other values (13) | 5819 |
Length
| Max length | 19 |
|---|---|
| Median length | 6 |
| Mean length | 6.0352335 |
| Min length | 3 |
Characters and Unicode
| Total characters | 1246837 |
|---|---|
| Distinct characters | 24 |
| Distinct categories | 2 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | direct |
|---|---|
| 2nd row | |
| 3rd row | direct |
| 4th row | direct |
| 5th row | direct |
Common Values
| Value | Count | Frequency (%) |
| direct | 133438 | |
| 50252 | 24.3% | |
| other | 11867 | 5.7% |
| craigslist | 2964 | 1.4% |
| bing | 2253 | 1.1% |
| 2196 | 1.1% | |
| padmapper | 766 | 0.4% |
| vast | 748 | 0.4% |
| facebook-open-graph | 545 | 0.3% |
| yahoo | 495 | 0.2% |
| Other values (8) | 1069 | 0.5% |
Length
| Value | Count | Frequency (%) |
| direct | 133438 | |
| 50252 | 24.3% | |
| other | 11867 | 5.7% |
| craigslist | 2964 | 1.4% |
| bing | 2253 | 1.1% |
| 2196 | 1.1% | |
| padmapper | 766 | 0.4% |
| vast | 748 | 0.4% |
| facebook-open-graph | 545 | 0.3% |
| yahoo | 495 | 0.2% |
| Other values (8) | 1069 | 0.5% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 200698 | |
| r | 149795 | |
| t | 149527 | |
| i | 141974 | |
| c | 139143 | |
| d | 134251 | |
| o | 119388 | |
| g | 106881 | |
| l | 53379 | 4.3% |
| h | 12907 | 1.0% |
| Other values (14) | 38894 | 3.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 1245584 | |
| Dash Punctuation | 1253 | 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 200698 | |
| r | 149795 | |
| t | 149527 | |
| i | 141974 | |
| c | 139143 | |
| d | 134251 | |
| o | 119388 | |
| g | 106881 | |
| l | 53379 | 4.3% |
| h | 12907 | 1.0% |
| Other values (13) | 37641 | 3.0% |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 1253 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 1245584 | |
| Common | 1253 | 0.1% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 200698 | |
| r | 149795 | |
| t | 149527 | |
| i | 141974 | |
| c | 139143 | |
| d | 134251 | |
| o | 119388 | |
| g | 106881 | |
| l | 53379 | 4.3% |
| h | 12907 | 1.0% |
| Other values (13) | 37641 | 3.0% |
Common
| Value | Count | Frequency (%) |
| - | 1253 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1246837 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 200698 | |
| r | 149795 | |
| t | 149527 | |
| i | 141974 | |
| c | 139143 | |
| d | 134251 | |
| o | 119388 | |
| g | 106881 | |
| l | 53379 | 4.3% |
| h | 12907 | 1.0% |
| Other values (14) | 38894 | 3.1% |
first_affiliate_tracked
Categorical
| Distinct | 7 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.2 MiB |
| untracked | |
|---|---|
| linked | |
| omg | |
| tracked-other | 6123 |
| product | 1545 |
| Other values (2) | 173 |
Length
| Max length | 13 |
|---|---|
| Median length | 9 |
| Mean length | 7.1614576 |
| Min length | 3 |
Characters and Unicode
| Total characters | 1479507 |
|---|---|
| Distinct characters | 19 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | untracked |
|---|---|
| 2nd row | untracked |
| 3rd row | untracked |
| 4th row | untracked |
| 5th row | untracked |
Common Values
| Value | Count | Frequency (%) |
| untracked | 108838 | |
| linked | 46084 | |
| omg | 43830 | |
| tracked-other | 6123 | 3.0% |
| product | 1545 | 0.7% |
| marketing | 139 | 0.1% |
| local ops | 34 | < 0.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| untracked | 108838 | |
| linked | 46084 | |
| omg | 43830 | |
| tracked-other | 6123 | 3.0% |
| product | 1545 | 0.7% |
| marketing | 139 | 0.1% |
| local | 34 | < 0.1% |
| ops | 34 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 167307 | |
| d | 162590 | |
| k | 161184 | |
| n | 155061 | |
| t | 122768 | |
| r | 122768 | |
| c | 116540 | |
| a | 115134 | |
| u | 110383 | |
| o | 51566 | 3.5% |
| Other values (9) | 194206 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 1473350 | |
| Dash Punctuation | 6123 | 0.4% |
| Space Separator | 34 | < 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 167307 | |
| d | 162590 | |
| k | 161184 | |
| n | 155061 | |
| t | 122768 | |
| r | 122768 | |
| c | 116540 | |
| a | 115134 | |
| u | 110383 | |
| o | 51566 | 3.5% |
| Other values (7) | 188049 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 6123 |
Space Separator
| Value | Count | Frequency (%) |
| 34 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 1473350 | |
| Common | 6157 | 0.4% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 167307 | |
| d | 162590 | |
| k | 161184 | |
| n | 155061 | |
| t | 122768 | |
| r | 122768 | |
| c | 116540 | |
| a | 115134 | |
| u | 110383 | |
| o | 51566 | 3.5% |
| Other values (7) | 188049 |
Common
| Value | Count | Frequency (%) |
| - | 6123 | |
| 34 | 0.6% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1479507 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 167307 | |
| d | 162590 | |
| k | 161184 | |
| n | 155061 | |
| t | 122768 | |
| r | 122768 | |
| c | 116540 | |
| a | 115134 | |
| u | 110383 | |
| o | 51566 | 3.5% |
| Other values (9) | 194206 |
signup_app
Categorical
HIGH CORRELATION  IMBALANCE 
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.2 MiB |
| Web | |
|---|---|
| iOS | |
| Moweb | 5771 |
| Android | 5379 |
Length
| Max length | 7 |
|---|---|
| Median length | 3 |
| Mean length | 3.1600151 |
| Min length | 3 |
Characters and Unicode
| Total characters | 652837 |
|---|---|
| Distinct characters | 13 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Web |
|---|---|
| 2nd row | Web |
| 3rd row | Web |
| 4th row | Web |
| 5th row | Web |
Common Values
| Value | Count | Frequency (%) |
| Web | 177591 | |
| iOS | 17852 | 8.6% |
| Moweb | 5771 | 2.8% |
| Android | 5379 | 2.6% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| web | 177591 | |
| ios | 17852 | 8.6% |
| moweb | 5771 | 2.8% |
| android | 5379 | 2.6% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 183362 | |
| b | 183362 | |
| W | 177591 | |
| i | 23231 | 3.6% |
| O | 17852 | 2.7% |
| S | 17852 | 2.7% |
| o | 11150 | 1.7% |
| d | 10758 | 1.6% |
| M | 5771 | 0.9% |
| w | 5771 | 0.9% |
| Other values (3) | 16137 | 2.5% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 428392 | |
| Uppercase Letter | 224445 |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 183362 | |
| b | 183362 | |
| i | 23231 | 5.4% |
| o | 11150 | 2.6% |
| d | 10758 | 2.5% |
| w | 5771 | 1.3% |
| n | 5379 | 1.3% |
| r | 5379 | 1.3% |
Uppercase Letter
| Value | Count | Frequency (%) |
| W | 177591 | |
| O | 17852 | 8.0% |
| S | 17852 | 8.0% |
| M | 5771 | 2.6% |
| A | 5379 | 2.4% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 652837 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 183362 | |
| b | 183362 | |
| W | 177591 | |
| i | 23231 | 3.6% |
| O | 17852 | 2.7% |
| S | 17852 | 2.7% |
| o | 11150 | 1.7% |
| d | 10758 | 1.6% |
| M | 5771 | 0.9% |
| w | 5771 | 0.9% |
| Other values (3) | 16137 | 2.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 652837 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 183362 | |
| b | 183362 | |
| W | 177591 | |
| i | 23231 | 3.6% |
| O | 17852 | 2.7% |
| S | 17852 | 2.7% |
| o | 11150 | 1.7% |
| d | 10758 | 1.6% |
| M | 5771 | 0.9% |
| w | 5771 | 0.9% |
| Other values (3) | 16137 | 2.5% |
first_device_type
Categorical
| Distinct | 9 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.2 MiB |
| Mac Desktop | |
|---|---|
| Windows Desktop | |
| iPhone | |
| iPad | |
| Other/Unknown | 4591 |
| Other values (4) | 5344 |
Length
| Max length | 18 |
|---|---|
| Median length | 15 |
| Mean length | 11.532617 |
| Min length | 4 |
Characters and Unicode
| Total characters | 2382558 |
|---|---|
| Distinct characters | 30 |
| Distinct categories | 6 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Mac Desktop |
|---|---|
| 2nd row | Mac Desktop |
| 3rd row | Windows Desktop |
| 4th row | Mac Desktop |
| 5th row | Mac Desktop |
Common Values
| Value | Count | Frequency (%) |
| Mac Desktop | 89255 | |
| Windows Desktop | 72410 | |
| iPhone | 20712 | 10.0% |
| iPad | 14281 | 6.9% |
| Other/Unknown | 4591 | 2.2% |
| Android Phone | 2788 | 1.3% |
| Android Tablet | 1285 | 0.6% |
| Desktop (Other) | 1196 | 0.6% |
| SmartPhone (Other) | 75 | < 0.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| desktop | 162861 | |
| mac | 89255 | |
| windows | 72410 | |
| iphone | 20712 | 5.5% |
| ipad | 14281 | 3.8% |
| other/unknown | 4591 | 1.2% |
| android | 4073 | 1.1% |
| phone | 2788 | 0.7% |
| tablet | 1285 | 0.3% |
| other | 1271 | 0.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| o | 267510 | |
| s | 235271 | 9.9% |
| e | 193583 | 8.1% |
| t | 170083 | 7.1% |
| k | 167452 | 7.0% |
| 167009 | 7.0% | |
| D | 162861 | 6.8% |
| p | 162861 | 6.8% |
| n | 113831 | 4.8% |
| i | 111476 | 4.7% |
| Other values (20) | 630621 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 1830148 | |
| Uppercase Letter | 378268 | 15.9% |
| Space Separator | 167009 | 7.0% |
| Other Punctuation | 4591 | 0.2% |
| Open Punctuation | 1271 | 0.1% |
| Close Punctuation | 1271 | 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| o | 267510 | |
| s | 235271 | |
| e | 193583 | |
| t | 170083 | |
| k | 167452 | |
| p | 162861 | |
| n | 113831 | |
| i | 111476 | |
| a | 104896 | 5.7% |
| d | 94837 | 5.2% |
| Other values (7) | 208348 |
Uppercase Letter
| Value | Count | Frequency (%) |
| D | 162861 | |
| M | 89255 | |
| W | 72410 | |
| P | 37856 | 10.0% |
| O | 5862 | 1.5% |
| U | 4591 | 1.2% |
| A | 4073 | 1.1% |
| T | 1285 | 0.3% |
| S | 75 | < 0.1% |
Space Separator
| Value | Count | Frequency (%) |
| 167009 |
Other Punctuation
| Value | Count | Frequency (%) |
| / | 4591 |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 1271 |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 1271 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 2208416 | |
| Common | 174142 | 7.3% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| o | 267510 | |
| s | 235271 | |
| e | 193583 | 8.8% |
| t | 170083 | 7.7% |
| k | 167452 | 7.6% |
| D | 162861 | 7.4% |
| p | 162861 | 7.4% |
| n | 113831 | 5.2% |
| i | 111476 | 5.0% |
| a | 104896 | 4.7% |
| Other values (16) | 518592 |
Common
| Value | Count | Frequency (%) |
| 167009 | ||
| / | 4591 | 2.6% |
| ( | 1271 | 0.7% |
| ) | 1271 | 0.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 2382558 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| o | 267510 | |
| s | 235271 | 9.9% |
| e | 193583 | 8.1% |
| t | 170083 | 7.1% |
| k | 167452 | 7.0% |
| 167009 | 7.0% | |
| D | 162861 | 6.8% |
| p | 162861 | 6.8% |
| n | 113831 | 4.8% |
| i | 111476 | 4.7% |
| Other values (20) | 630621 |
first_browser
Categorical
HIGH CARDINALITY  HIGH CORRELATION  IMBALANCE 
| Distinct | 52 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.2 MiB |
| Chrome | |
|---|---|
| Safari | |
| Firefox | |
| -unknown- | |
| IE | |
| Other values (47) |
Length
| Max length | 20 |
|---|---|
| Median length | 6 |
| Mean length | 6.8085027 |
| Min length | 2 |
Characters and Unicode
| Total characters | 1406589 |
|---|---|
| Distinct characters | 50 |
| Distinct categories | 6 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 12 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | Chrome |
|---|---|
| 2nd row | Chrome |
| 3rd row | IE |
| 4th row | Firefox |
| 5th row | Chrome |
Common Values
| Value | Count | Frequency (%) |
| Chrome | 63620 | |
| Safari | 44981 | |
| Firefox | 33513 | |
| -unknown- | 21166 | 10.2% |
| IE | 20970 | 10.2% |
| Mobile Safari | 19195 | 9.3% |
| Chrome Mobile | 1258 | 0.6% |
| Android Browser | 844 | 0.4% |
| AOL Explorer | 240 | 0.1% |
| Opera | 187 | 0.1% |
| Other values (42) | 619 | 0.3% |
Length
| Value | Count | Frequency (%) |
| chrome | 64878 | |
| safari | 64176 | |
| firefox | 33543 | |
| unknown | 21166 | 9.3% |
| ie | 21006 | 9.2% |
| mobile | 20521 | 9.0% |
| browser | 907 | 0.4% |
| android | 844 | 0.4% |
| explorer | 273 | 0.1% |
| aol | 240 | 0.1% |
| Other values (48) | 799 | 0.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| r | 166259 | |
| o | 142522 | 10.1% |
| a | 128752 | 9.2% |
| e | 120588 | 8.6% |
| i | 119405 | 8.5% |
| f | 97719 | 6.9% |
| m | 65051 | 4.6% |
| h | 65000 | 4.6% |
| C | 64982 | 4.6% |
| n | 64472 | 4.6% |
| Other values (40) | 371839 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 1113623 | |
| Uppercase Letter | 228859 | 16.3% |
| Dash Punctuation | 42332 | 3.0% |
| Space Separator | 21760 | 1.5% |
| Other Punctuation | 11 | < 0.1% |
| Decimal Number | 4 | < 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| r | 166259 | |
| o | 142522 | |
| a | 128752 | |
| e | 120588 | |
| i | 119405 | |
| f | 97719 | |
| m | 65051 | 5.8% |
| h | 65000 | 5.8% |
| n | 64472 | 5.8% |
| x | 33881 | 3.0% |
| Other values (14) | 109974 |
Uppercase Letter
| Value | Count | Frequency (%) |
| C | 64982 | |
| S | 64378 | |
| F | 33561 | |
| E | 21281 | 9.3% |
| I | 21037 | 9.2% |
| M | 20657 | 9.0% |
| A | 1125 | 0.5% |
| B | 1039 | 0.5% |
| O | 442 | 0.2% |
| L | 240 | 0.1% |
| Other values (10) | 117 | 0.1% |
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 2 | |
| 2 | 1 | |
| 7 | 1 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 42332 |
Space Separator
| Value | Count | Frequency (%) |
| 21760 |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 11 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 1342482 | |
| Common | 64107 | 4.6% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| r | 166259 | |
| o | 142522 | |
| a | 128752 | |
| e | 120588 | 9.0% |
| i | 119405 | 8.9% |
| f | 97719 | 7.3% |
| m | 65051 | 4.8% |
| h | 65000 | 4.8% |
| C | 64982 | 4.8% |
| n | 64472 | 4.8% |
| Other values (34) | 307732 |
Common
| Value | Count | Frequency (%) |
| - | 42332 | |
| 21760 | ||
| . | 11 | < 0.1% |
| 0 | 2 | < 0.1% |
| 2 | 1 | < 0.1% |
| 7 | 1 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1406589 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| r | 166259 | |
| o | 142522 | 10.1% |
| a | 128752 | 9.2% |
| e | 120588 | 8.6% |
| i | 119405 | 8.5% |
| f | 97719 | 6.9% |
| m | 65051 | 4.6% |
| h | 65000 | 4.6% |
| C | 64982 | 4.6% |
| n | 64472 | 4.6% |
| Other values (40) | 371839 |
country_destination
Categorical
| Distinct | 12 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.2 MiB |
| NDF | |
|---|---|
| US | |
| other | 9935 |
| FR | 4881 |
| IT | 2776 |
| Other values (7) | 8391 |
Length
| Max length | 5 |
|---|---|
| Median length | 3 |
| Mean length | 2.7242017 |
| Min length | 2 |
Characters and Unicode
| Total characters | 562801 |
|---|---|
| Distinct characters | 20 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | NDF |
|---|---|
| 2nd row | NDF |
| 3rd row | US |
| 4th row | other |
| 5th row | US |
Common Values
| Value | Count | Frequency (%) |
| NDF | 119810 | |
| US | 60800 | |
| other | 9935 | 4.8% |
| FR | 4881 | 2.4% |
| IT | 2776 | 1.3% |
| GB | 2285 | 1.1% |
| ES | 2203 | 1.1% |
| CA | 1385 | 0.7% |
| DE | 1033 | 0.5% |
| NL | 746 | 0.4% |
| Other values (2) | 739 | 0.4% |
Length
| Value | Count | Frequency (%) |
| ndf | 119810 | |
| us | 60800 | |
| other | 9935 | 4.8% |
| fr | 4881 | 2.4% |
| it | 2776 | 1.3% |
| gb | 2285 | 1.1% |
| es | 2203 | 1.1% |
| ca | 1385 | 0.7% |
| de | 1033 | 0.5% |
| nl | 746 | 0.4% |
| Other values (2) | 739 | 0.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| F | 124691 | |
| D | 120843 | |
| N | 120556 | |
| S | 63003 | |
| U | 61326 | |
| o | 9935 | 1.8% |
| t | 9935 | 1.8% |
| h | 9935 | 1.8% |
| e | 9935 | 1.8% |
| r | 9935 | 1.8% |
| Other values (10) | 22707 | 4.0% |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 513126 | |
| Lowercase Letter | 49675 | 8.8% |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| F | 124691 | |
| D | 120843 | |
| N | 120556 | |
| S | 63003 | |
| U | 61326 | |
| R | 4881 | 1.0% |
| E | 3236 | 0.6% |
| T | 2989 | 0.6% |
| I | 2776 | 0.5% |
| G | 2285 | 0.4% |
| Other values (5) | 6540 | 1.3% |
Lowercase Letter
| Value | Count | Frequency (%) |
| o | 9935 | |
| t | 9935 | |
| h | 9935 | |
| e | 9935 | |
| r | 9935 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 562801 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| F | 124691 | |
| D | 120843 | |
| N | 120556 | |
| S | 63003 | |
| U | 61326 | |
| o | 9935 | 1.8% |
| t | 9935 | 1.8% |
| h | 9935 | 1.8% |
| e | 9935 | 1.8% |
| r | 9935 | 1.8% |
| Other values (10) | 22707 | 4.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 562801 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| F | 124691 | |
| D | 120843 | |
| N | 120556 | |
| S | 63003 | |
| U | 61326 | |
| o | 9935 | 1.8% |
| t | 9935 | 1.8% |
| h | 9935 | 1.8% |
| e | 9935 | 1.8% |
| r | 9935 | 1.8% |
| Other values (10) | 22707 | 4.0% |
days_from_first_active_untill_booking
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 1940 |
|---|---|
| Distinct (%) | 0.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 421.73604 |
| Minimum | 0 |
|---|---|
| Maximum | 2293 |
| Zeros | 20738 |
| Zeros (%) | 10.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.2 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 6 |
| median | 416 |
| Q3 | 678 |
| 95-th percentile | 1108 |
| Maximum | 2293 |
| Range | 2293 |
| Interquartile range (IQR) | 672 |
Descriptive statistics
| Standard deviation | 388.22993 |
|---|---|
| Coefficient of variation (CV) | 0.92055194 |
| Kurtosis | -0.22795045 |
| Mean | 421.73604 |
| Median Absolute Deviation (MAD) | 374 |
| Skewness | 0.62869493 |
| Sum | 87127714 |
| Variance | 150722.48 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 20738 | 10.0% |
| 1 | 14288 | 6.9% |
| 2 | 6307 | 3.1% |
| 3 | 3894 | 1.9% |
| 4 | 2845 | 1.4% |
| 5 | 2193 | 1.1% |
| 6 | 1735 | 0.8% |
| 7 | 1611 | 0.8% |
| 8 | 1275 | 0.6% |
| 9 | 1024 | 0.5% |
| Other values (1930) | 150683 |
| Value | Count | Frequency (%) |
| 0 | 20738 | |
| 1 | 14288 | |
| 2 | 6307 | 3.1% |
| 3 | 3894 | 1.9% |
| 4 | 2845 | 1.4% |
| 5 | 2193 | 1.1% |
| 6 | 1735 | 0.8% |
| 7 | 1611 | 0.8% |
| 8 | 1275 | 0.6% |
| 9 | 1024 | 0.5% |
| Value | Count | Frequency (%) |
| 2293 | 1 | < 0.1% |
| 2228 | 1 | < 0.1% |
| 2001 | 2 | |
| 1999 | 1 | < 0.1% |
| 1995 | 2 | |
| 1994 | 1 | < 0.1% |
| 1992 | 1 | < 0.1% |
| 1991 | 3 | |
| 1990 | 2 | |
| 1982 | 1 | < 0.1% |
days_from_first_active_untill_account_created
Real number (ℝ)
SKEWED  ZEROS 
| Distinct | 142 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.23668275 |
| Minimum | 0 |
|---|---|
| Maximum | 1456 |
| Zeros | 206421 |
| Zeros (%) | 99.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.2 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 1456 |
| Range | 1456 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 12.11225 |
|---|---|
| Coefficient of variation (CV) | 51.175041 |
| Kurtosis | 5699.5656 |
| Mean | 0.23668275 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 69.296426 |
| Sum | 48897 |
| Variance | 146.70659 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 206421 | |
| 1 | 6 | < 0.1% |
| 6 | 4 | < 0.1% |
| 5 | 3 | < 0.1% |
| 29 | 3 | < 0.1% |
| 2 | 3 | < 0.1% |
| 7 | 3 | < 0.1% |
| 3 | 3 | < 0.1% |
| 103 | 2 | < 0.1% |
| 95 | 2 | < 0.1% |
| Other values (132) | 143 | 0.1% |
| Value | Count | Frequency (%) |
| 0 | 206421 | |
| 1 | 6 | < 0.1% |
| 2 | 3 | < 0.1% |
| 3 | 3 | < 0.1% |
| 4 | 2 | < 0.1% |
| 5 | 3 | < 0.1% |
| 6 | 4 | < 0.1% |
| 7 | 3 | < 0.1% |
| 9 | 2 | < 0.1% |
| 10 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1456 | 1 | |
| 1369 | 1 | |
| 1361 | 1 | |
| 1148 | 1 | |
| 1036 | 1 | |
| 1018 | 1 | |
| 1011 | 1 | |
| 998 | 1 | |
| 995 | 1 | |
| 882 | 1 |
days_from_account_created_untill_first_booking
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 1963 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 421.49936 |
| Minimum | -349 |
|---|---|
| Maximum | 2001 |
| Zeros | 20741 |
| Zeros (%) | 10.0% |
| Negative | 28 |
| Negative (%) | < 0.1% |
| Memory size | 3.2 MiB |
Quantile statistics
| Minimum | -349 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 6 |
| median | 416 |
| Q3 | 678 |
| 95-th percentile | 1108 |
| Maximum | 2001 |
| Range | 2350 |
| Interquartile range (IQR) | 672 |
Descriptive statistics
| Standard deviation | 388.11799 |
|---|---|
| Coefficient of variation (CV) | 0.92080328 |
| Kurtosis | -0.23235143 |
| Mean | 421.49936 |
| Median Absolute Deviation (MAD) | 374 |
| Skewness | 0.62763033 |
| Sum | 87078817 |
| Variance | 150635.58 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 20741 | 10.0% |
| 1 | 14289 | 6.9% |
| 2 | 6309 | 3.1% |
| 3 | 3897 | 1.9% |
| 4 | 2845 | 1.4% |
| 5 | 2197 | 1.1% |
| 6 | 1738 | 0.8% |
| 7 | 1611 | 0.8% |
| 8 | 1276 | 0.6% |
| 9 | 1022 | 0.5% |
| Other values (1953) | 150668 |
| Value | Count | Frequency (%) |
| -349 | 1 | |
| -347 | 1 | |
| -338 | 1 | |
| -308 | 1 | |
| -298 | 1 | |
| -295 | 1 | |
| -269 | 1 | |
| -261 | 1 | |
| -208 | 1 | |
| -167 | 1 |
| Value | Count | Frequency (%) |
| 2001 | 2 | |
| 1999 | 1 | < 0.1% |
| 1995 | 2 | |
| 1994 | 1 | < 0.1% |
| 1992 | 1 | < 0.1% |
| 1991 | 3 | |
| 1990 | 2 | |
| 1982 | 1 | < 0.1% |
| 1980 | 1 | < 0.1% |
| 1979 | 1 | < 0.1% |
year_first_active
Real number (ℝ)
| Distinct | 6 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2013.0627 |
| Minimum | 2009 |
|---|---|
| Maximum | 2014 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.2 MiB |
Quantile statistics
| Minimum | 2009 |
|---|---|
| 5-th percentile | 2011 |
| Q1 | 2013 |
| median | 2013 |
| Q3 | 2014 |
| 95-th percentile | 2014 |
| Maximum | 2014 |
| Range | 5 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 0.90115082 |
|---|---|
| Coefficient of variation (CV) | 0.00044765164 |
| Kurtosis | 0.305154 |
| Mean | 2013.0627 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | -0.80843674 |
| Sum | 4.1588466 × 108 |
| Variance | 0.81207281 |
| Monotonicity | Increasing |
| Value | Count | Frequency (%) |
| 2013 | 81841 | |
| 2014 | 75496 | |
| 2012 | 37950 | |
| 2011 | 9331 | 4.5% |
| 2010 | 1970 | 1.0% |
| 2009 | 5 | < 0.1% |
| Value | Count | Frequency (%) |
| 2009 | 5 | < 0.1% |
| 2010 | 1970 | 1.0% |
| 2011 | 9331 | 4.5% |
| 2012 | 37950 | |
| 2013 | 81841 | |
| 2014 | 75496 |
| Value | Count | Frequency (%) |
| 2014 | 75496 | |
| 2013 | 81841 | |
| 2012 | 37950 | |
| 2011 | 9331 | 4.5% |
| 2010 | 1970 | 1.0% |
| 2009 | 5 | < 0.1% |
month_first_active
Real number (ℝ)
| Distinct | 12 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.016956 |
| Minimum | 1 |
|---|---|
| Maximum | 12 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.2 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 3 |
| median | 6 |
| Q3 | 9 |
| 95-th percentile | 12 |
| Maximum | 12 |
| Range | 11 |
| Interquartile range (IQR) | 6 |
Descriptive statistics
| Standard deviation | 3.2214541 |
|---|---|
| Coefficient of variation (CV) | 0.53539599 |
| Kurtosis | -0.95288265 |
| Mean | 6.016956 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | 0.2529472 |
| Sum | 1243061 |
| Variance | 10.377767 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 6 | 27033 | |
| 5 | 25525 | |
| 4 | 21333 | |
| 3 | 19482 | |
| 1 | 16768 | |
| 2 | 15853 | |
| 9 | 14774 | |
| 8 | 14061 | |
| 7 | 13410 | |
| 10 | 13031 | |
| Other values (2) | 25323 |
| Value | Count | Frequency (%) |
| 1 | 16768 | |
| 2 | 15853 | |
| 3 | 19482 | |
| 4 | 21333 | |
| 5 | 25525 | |
| 6 | 27033 | |
| 7 | 13410 | |
| 8 | 14061 | |
| 9 | 14774 | |
| 10 | 13031 |
| Value | Count | Frequency (%) |
| 12 | 12799 | |
| 11 | 12524 | |
| 10 | 13031 | |
| 9 | 14774 | |
| 8 | 14061 | |
| 7 | 13410 | |
| 6 | 27033 | |
| 5 | 25525 | |
| 4 | 21333 | |
| 3 | 19482 |
day_first_active
Real number (ℝ)
| Distinct | 31 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 15.872677 |
| Minimum | 1 |
|---|---|
| Maximum | 31 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.2 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 8 |
| median | 16 |
| Q3 | 23 |
| 95-th percentile | 29 |
| Maximum | 31 |
| Range | 30 |
| Interquartile range (IQR) | 15 |
Descriptive statistics
| Standard deviation | 8.7420428 |
|---|---|
| Coefficient of variation (CV) | 0.55076045 |
| Kurtosis | -1.1874752 |
| Mean | 15.872677 |
| Median Absolute Deviation (MAD) | 8 |
| Skewness | -0.011222017 |
| Sum | 3279184 |
| Variance | 76.423312 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 24 | 7182 | 3.5% |
| 20 | 7014 | 3.4% |
| 18 | 7010 | 3.4% |
| 16 | 6988 | 3.4% |
| 23 | 6988 | 3.4% |
| 19 | 6956 | 3.4% |
| 28 | 6915 | 3.3% |
| 17 | 6908 | 3.3% |
| 26 | 6908 | 3.3% |
| 13 | 6889 | 3.3% |
| Other values (21) | 136835 |
| Value | Count | Frequency (%) |
| 1 | 5967 | |
| 2 | 6561 | |
| 3 | 6750 | |
| 4 | 6620 | |
| 5 | 6817 | |
| 6 | 6772 | |
| 7 | 6510 | |
| 8 | 6698 | |
| 9 | 6717 | |
| 10 | 6810 |
| Value | Count | Frequency (%) |
| 31 | 3607 | |
| 30 | 6587 | |
| 29 | 6363 | |
| 28 | 6915 | |
| 27 | 6842 | |
| 26 | 6908 | |
| 25 | 6728 | |
| 24 | 7182 | |
| 23 | 6988 | |
| 22 | 6720 |
day_of_week__first_active
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 7 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.7620539 |
| Minimum | 0 |
|---|---|
| Maximum | 6 |
| Zeros | 31837 |
| Zeros (%) | 15.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.2 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 3 |
| Q3 | 4 |
| 95-th percentile | 6 |
| Maximum | 6 |
| Range | 6 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 1.9442686 |
|---|---|
| Coefficient of variation (CV) | 0.70392132 |
| Kurtosis | -1.1497729 |
| Mean | 2.7620539 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 0.1677711 |
| Sum | 570621 |
| Variance | 3.7801805 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 33988 | |
| 2 | 33041 | |
| 0 | 31837 | |
| 3 | 31504 | |
| 4 | 28807 | |
| 6 | 23731 | |
| 5 | 23685 |
| Value | Count | Frequency (%) |
| 0 | 31837 | |
| 1 | 33988 | |
| 2 | 33041 | |
| 3 | 31504 | |
| 4 | 28807 | |
| 5 | 23685 | |
| 6 | 23731 |
| Value | Count | Frequency (%) |
| 6 | 23731 | |
| 5 | 23685 | |
| 4 | 28807 | |
| 3 | 31504 | |
| 2 | 33041 | |
| 1 | 33988 | |
| 0 | 31837 |
week_of_year_first_active
Real number (ℝ)
| Distinct | 53 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 24.37389 |
| Minimum | 1 |
|---|---|
| Maximum | 53 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.2 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 3 |
| Q1 | 13 |
| median | 23 |
| Q3 | 36 |
| 95-th percentile | 49 |
| Maximum | 53 |
| Range | 52 |
| Interquartile range (IQR) | 23 |
Descriptive statistics
| Standard deviation | 13.95401 |
|---|---|
| Coefficient of variation (CV) | 0.57249827 |
| Kurtosis | -0.94114835 |
| Mean | 24.37389 |
| Median Absolute Deviation (MAD) | 11 |
| Skewness | 0.25341813 |
| Sum | 5035475 |
| Variance | 194.71439 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 26 | 6779 | 3.3% |
| 25 | 6426 | 3.1% |
| 24 | 6164 | 3.0% |
| 21 | 6116 | 3.0% |
| 23 | 6062 | 2.9% |
| 20 | 6057 | 2.9% |
| 22 | 5602 | 2.7% |
| 19 | 5490 | 2.7% |
| 18 | 5433 | 2.6% |
| 17 | 5309 | 2.6% |
| Other values (43) | 147155 |
| Value | Count | Frequency (%) |
| 1 | 3196 | |
| 2 | 3824 | |
| 3 | 4026 | |
| 4 | 3785 | |
| 5 | 3794 | |
| 6 | 3913 | |
| 7 | 3842 | |
| 8 | 4038 | |
| 9 | 4281 | |
| 10 | 4236 |
| Value | Count | Frequency (%) |
| 53 | 3 | < 0.1% |
| 52 | 2671 | |
| 51 | 2784 | |
| 50 | 2890 | |
| 49 | 3170 | |
| 48 | 2807 | |
| 47 | 2890 | |
| 46 | 3068 | |
| 45 | 3066 | |
| 44 | 2745 |
year_first_booking
Real number (ℝ)
| Distinct | 6 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2014.1956 |
| Minimum | 2010 |
|---|---|
| Maximum | 2015 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.2 MiB |
Quantile statistics
| Minimum | 2010 |
|---|---|
| 5-th percentile | 2012 |
| Q1 | 2013 |
| median | 2015 |
| Q3 | 2015 |
| 95-th percentile | 2015 |
| Maximum | 2015 |
| Range | 5 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.1387295 |
|---|---|
| Coefficient of variation (CV) | 0.000565352 |
| Kurtosis | 0.78253442 |
| Mean | 2014.1956 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -1.2854707 |
| Sum | 4.161187 × 108 |
| Variance | 1.2967049 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2015 | 121581 | |
| 2014 | 32334 | 15.7% |
| 2013 | 31083 | 15.0% |
| 2012 | 15797 | 7.6% |
| 2011 | 4690 | 2.3% |
| 2010 | 1108 | 0.5% |
| Value | Count | Frequency (%) |
| 2010 | 1108 | 0.5% |
| 2011 | 4690 | 2.3% |
| 2012 | 15797 | 7.6% |
| 2013 | 31083 | 15.0% |
| 2014 | 32334 | 15.7% |
| 2015 | 121581 |
| Value | Count | Frequency (%) |
| 2015 | 121581 | |
| 2014 | 32334 | 15.7% |
| 2013 | 31083 | 15.0% |
| 2012 | 15797 | 7.6% |
| 2011 | 4690 | 2.3% |
| 2010 | 1108 | 0.5% |
month_first_booking
Real number (ℝ)
| Distinct | 12 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.043593 |
| Minimum | 1 |
|---|---|
| Maximum | 12 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.2 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 6 |
| median | 6 |
| Q3 | 6 |
| 95-th percentile | 10 |
| Maximum | 12 |
| Range | 11 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 2.0591816 |
|---|---|
| Coefficient of variation (CV) | 0.34072143 |
| Kurtosis | 1.87404 |
| Mean | 6.043593 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 0.38550344 |
| Sum | 1248564 |
| Variance | 4.2402291 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 6 | 130148 | |
| 5 | 10322 | 5.0% |
| 4 | 8624 | 4.2% |
| 3 | 8159 | 3.9% |
| 7 | 7073 | 3.4% |
| 8 | 6854 | 3.3% |
| 2 | 6616 | 3.2% |
| 9 | 6402 | 3.1% |
| 1 | 6338 | 3.1% |
| 10 | 6009 | 2.9% |
| Other values (2) | 10048 | 4.9% |
| Value | Count | Frequency (%) |
| 1 | 6338 | 3.1% |
| 2 | 6616 | 3.2% |
| 3 | 8159 | 3.9% |
| 4 | 8624 | 4.2% |
| 5 | 10322 | 5.0% |
| 6 | 130148 | |
| 7 | 7073 | 3.4% |
| 8 | 6854 | 3.3% |
| 9 | 6402 | 3.1% |
| 10 | 6009 | 2.9% |
| Value | Count | Frequency (%) |
| 12 | 4944 | 2.4% |
| 11 | 5104 | 2.5% |
| 10 | 6009 | 2.9% |
| 9 | 6402 | 3.1% |
| 8 | 6854 | 3.3% |
| 7 | 7073 | 3.4% |
| 6 | 130148 | |
| 5 | 10322 | 5.0% |
| 4 | 8624 | 4.2% |
| 3 | 8159 | 3.9% |
day_first_booking
Real number (ℝ)
| Distinct | 31 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 23.392312 |
| Minimum | 1 |
|---|---|
| Maximum | 31 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.2 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 4 |
| Q1 | 18 |
| median | 29 |
| Q3 | 29 |
| 95-th percentile | 29 |
| Maximum | 31 |
| Range | 30 |
| Interquartile range (IQR) | 11 |
Descriptive statistics
| Standard deviation | 8.6825814 |
|---|---|
| Coefficient of variation (CV) | 0.37117243 |
| Kurtosis | 0.13553141 |
| Mean | 23.392312 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -1.2661289 |
| Sum | 4832688 |
| Variance | 75.38722 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 29 | 122367 | |
| 10 | 3009 | 1.5% |
| 17 | 2996 | 1.5% |
| 11 | 2982 | 1.4% |
| 16 | 2964 | 1.4% |
| 13 | 2950 | 1.4% |
| 15 | 2950 | 1.4% |
| 5 | 2918 | 1.4% |
| 12 | 2892 | 1.4% |
| 3 | 2882 | 1.4% |
| Other values (21) | 57683 |
| Value | Count | Frequency (%) |
| 1 | 2690 | |
| 2 | 2807 | |
| 3 | 2882 | |
| 4 | 2784 | |
| 5 | 2918 | |
| 6 | 2876 | |
| 7 | 2863 | |
| 8 | 2882 | |
| 9 | 2848 | |
| 10 | 3009 |
| Value | Count | Frequency (%) |
| 31 | 1526 | 0.7% |
| 30 | 2650 | 1.3% |
| 29 | 122367 | |
| 28 | 2809 | 1.4% |
| 27 | 2698 | 1.3% |
| 26 | 2757 | 1.3% |
| 25 | 2805 | 1.4% |
| 24 | 2824 | 1.4% |
| 23 | 2793 | 1.4% |
| 22 | 2860 | 1.4% |
day_of_week_first_booking
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 7 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.1775907 |
| Minimum | 0 |
|---|---|
| Maximum | 6 |
| Zeros | 132217 |
| Zeros (%) | 64.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.2 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 2 |
| 95-th percentile | 5 |
| Maximum | 6 |
| Range | 6 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.8587813 |
|---|---|
| Coefficient of variation (CV) | 1.5784612 |
| Kurtosis | 0.48607844 |
| Mean | 1.1775907 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.3647587 |
| Sum | 243282 |
| Variance | 3.4550678 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 132217 | |
| 2 | 14029 | 6.8% |
| 1 | 13970 | 6.8% |
| 3 | 13627 | 6.6% |
| 4 | 12972 | 6.3% |
| 5 | 10183 | 4.9% |
| 6 | 9595 | 4.6% |
| Value | Count | Frequency (%) |
| 0 | 132217 | |
| 1 | 13970 | 6.8% |
| 2 | 14029 | 6.8% |
| 3 | 13627 | 6.6% |
| 4 | 12972 | 6.3% |
| 5 | 10183 | 4.9% |
| 6 | 9595 | 4.6% |
| Value | Count | Frequency (%) |
| 6 | 9595 | 4.6% |
| 5 | 10183 | 4.9% |
| 4 | 12972 | 6.3% |
| 3 | 13627 | 6.6% |
| 2 | 14029 | 6.8% |
| 1 | 13970 | 6.8% |
| 0 | 132217 |
week_of_year_first_booking
Real number (ℝ)
| Distinct | 53 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 26.046705 |
| Minimum | 1 |
|---|---|
| Maximum | 53 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.2 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 7 |
| Q1 | 27 |
| median | 27 |
| Q3 | 27 |
| 95-th percentile | 44 |
| Maximum | 53 |
| Range | 52 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 8.9866041 |
|---|---|
| Coefficient of variation (CV) | 0.34501884 |
| Kurtosis | 1.6636917 |
| Mean | 26.046705 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -0.13773093 |
| Sum | 5381067 |
| Variance | 80.759053 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 27 | 121629 | |
| 26 | 2488 | 1.2% |
| 24 | 2462 | 1.2% |
| 21 | 2451 | 1.2% |
| 20 | 2434 | 1.2% |
| 25 | 2403 | 1.2% |
| 23 | 2366 | 1.1% |
| 18 | 2277 | 1.1% |
| 19 | 2263 | 1.1% |
| 22 | 2218 | 1.1% |
| Other values (43) | 63602 |
| Value | Count | Frequency (%) |
| 1 | 1092 | |
| 2 | 1438 | |
| 3 | 1717 | |
| 4 | 1401 | |
| 5 | 1444 | |
| 6 | 1590 | |
| 7 | 1719 | |
| 8 | 1672 | |
| 9 | 1748 | |
| 10 | 1840 |
| Value | Count | Frequency (%) |
| 53 | 1 | < 0.1% |
| 52 | 915 | |
| 51 | 1130 | |
| 50 | 1172 | |
| 49 | 1249 | |
| 48 | 1121 | |
| 47 | 1118 | |
| 46 | 1191 | |
| 45 | 1354 | |
| 44 | 1188 |
year_account_created
Categorical
| Distinct | 5 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.2 MiB |
| 2013 | |
|---|---|
| 2014 | |
| 2012 | |
| 2011 | |
| 2010 | 1961 |
Length
| Max length | 4 |
|---|---|
| Median length | 4 |
| Mean length | 4 |
| Min length | 4 |
Characters and Unicode
| Total characters | 826372 |
|---|---|
| Distinct characters | 5 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 2010 |
|---|---|
| 2nd row | 2011 |
| 3rd row | 2010 |
| 4th row | 2011 |
| 5th row | 2010 |
Common Values
| Value | Count | Frequency (%) |
| 2013 | 81851 | |
| 2014 | 75532 | |
| 2012 | 37936 | |
| 2011 | 9313 | 4.5% |
| 2010 | 1961 | 0.9% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 2013 | 81851 | |
| 2014 | 75532 | |
| 2012 | 37936 | |
| 2011 | 9313 | 4.5% |
| 2010 | 1961 | 0.9% |
Most occurring characters
| Value | Count | Frequency (%) |
| 2 | 244529 | |
| 1 | 215906 | |
| 0 | 208554 | |
| 3 | 81851 | 9.9% |
| 4 | 75532 | 9.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 826372 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 2 | 244529 | |
| 1 | 215906 | |
| 0 | 208554 | |
| 3 | 81851 | 9.9% |
| 4 | 75532 | 9.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 826372 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 2 | 244529 | |
| 1 | 215906 | |
| 0 | 208554 | |
| 3 | 81851 | 9.9% |
| 4 | 75532 | 9.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 826372 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 2 | 244529 | |
| 1 | 215906 | |
| 0 | 208554 | |
| 3 | 81851 | 9.9% |
| 4 | 75532 | 9.1% |
month_account_created
Real number (ℝ)
| Distinct | 12 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.0169948 |
| Minimum | 1 |
|---|---|
| Maximum | 12 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.2 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 3 |
| median | 6 |
| Q3 | 9 |
| 95-th percentile | 12 |
| Maximum | 12 |
| Range | 11 |
| Interquartile range (IQR) | 6 |
Descriptive statistics
| Standard deviation | 3.2216538 |
|---|---|
| Coefficient of variation (CV) | 0.53542572 |
| Kurtosis | -0.95303482 |
| Mean | 6.0169948 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | 0.2528859 |
| Sum | 1243069 |
| Variance | 10.379053 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 6 | 27028 | |
| 5 | 25531 | |
| 4 | 21324 | |
| 3 | 19481 | |
| 1 | 16773 | |
| 2 | 15855 | |
| 9 | 14780 | |
| 8 | 14060 | |
| 7 | 13405 | |
| 10 | 13030 | |
| Other values (2) | 25326 |
| Value | Count | Frequency (%) |
| 1 | 16773 | |
| 2 | 15855 | |
| 3 | 19481 | |
| 4 | 21324 | |
| 5 | 25531 | |
| 6 | 27028 | |
| 7 | 13405 | |
| 8 | 14060 | |
| 9 | 14780 | |
| 10 | 13030 |
| Value | Count | Frequency (%) |
| 12 | 12803 | |
| 11 | 12523 | |
| 10 | 13030 | |
| 9 | 14780 | |
| 8 | 14060 | |
| 7 | 13405 | |
| 6 | 27028 | |
| 5 | 25531 | |
| 4 | 21324 | |
| 3 | 19481 |
day_account_created
Real number (ℝ)
| Distinct | 31 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 15.872953 |
| Minimum | 1 |
|---|---|
| Maximum | 31 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.2 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 8 |
| median | 16 |
| Q3 | 23 |
| 95-th percentile | 29 |
| Maximum | 31 |
| Range | 30 |
| Interquartile range (IQR) | 15 |
Descriptive statistics
| Standard deviation | 8.7425077 |
|---|---|
| Coefficient of variation (CV) | 0.55078017 |
| Kurtosis | -1.187561 |
| Mean | 15.872953 |
| Median Absolute Deviation (MAD) | 8 |
| Skewness | -0.011387796 |
| Sum | 3279241 |
| Variance | 76.431442 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 24 | 7183 | 3.5% |
| 20 | 7018 | 3.4% |
| 18 | 7009 | 3.4% |
| 16 | 6994 | 3.4% |
| 23 | 6990 | 3.4% |
| 19 | 6955 | 3.4% |
| 28 | 6921 | 3.4% |
| 17 | 6904 | 3.3% |
| 26 | 6904 | 3.3% |
| 13 | 6883 | 3.3% |
| Other values (21) | 136832 |
| Value | Count | Frequency (%) |
| 1 | 5969 | |
| 2 | 6564 | |
| 3 | 6754 | |
| 4 | 6620 | |
| 5 | 6817 | |
| 6 | 6770 | |
| 7 | 6506 | |
| 8 | 6701 | |
| 9 | 6713 | |
| 10 | 6808 |
| Value | Count | Frequency (%) |
| 31 | 3605 | |
| 30 | 6588 | |
| 29 | 6366 | |
| 28 | 6921 | |
| 27 | 6841 | |
| 26 | 6904 | |
| 25 | 6724 | |
| 24 | 7183 | |
| 23 | 6990 | |
| 22 | 6725 |
day_of_week_account_created
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 7 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.7621991 |
| Minimum | 0 |
|---|---|
| Maximum | 6 |
| Zeros | 31830 |
| Zeros (%) | 15.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.2 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 3 |
| Q3 | 4 |
| 95-th percentile | 6 |
| Maximum | 6 |
| Range | 6 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 1.944269 |
|---|---|
| Coefficient of variation (CV) | 0.70388444 |
| Kurtosis | -1.1498462 |
| Mean | 2.7621991 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 0.16770178 |
| Sum | 570651 |
| Variance | 3.7801818 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 33992 | |
| 2 | 33040 | |
| 0 | 31830 | |
| 3 | 31499 | |
| 4 | 28811 | |
| 6 | 23733 | |
| 5 | 23688 |
| Value | Count | Frequency (%) |
| 0 | 31830 | |
| 1 | 33992 | |
| 2 | 33040 | |
| 3 | 31499 | |
| 4 | 28811 | |
| 5 | 23688 | |
| 6 | 23733 |
| Value | Count | Frequency (%) |
| 6 | 23733 | |
| 5 | 23688 | |
| 4 | 28811 | |
| 3 | 31499 | |
| 2 | 33040 | |
| 1 | 33992 | |
| 0 | 31830 |
week_of_year_account_created
Real number (ℝ)
| Distinct | 53 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 24.37418 |
| Minimum | 1 |
|---|---|
| Maximum | 53 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.2 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 3 |
| Q1 | 13 |
| median | 23 |
| Q3 | 36 |
| 95-th percentile | 49 |
| Maximum | 53 |
| Range | 52 |
| Interquartile range (IQR) | 23 |
Descriptive statistics
| Standard deviation | 13.954891 |
|---|---|
| Coefficient of variation (CV) | 0.5725276 |
| Kurtosis | -0.94130553 |
| Mean | 24.37418 |
| Median Absolute Deviation (MAD) | 11 |
| Skewness | 0.25335698 |
| Sum | 5035535 |
| Variance | 194.73898 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 26 | 6777 | 3.3% |
| 25 | 6426 | 3.1% |
| 24 | 6164 | 3.0% |
| 21 | 6116 | 3.0% |
| 23 | 6061 | 2.9% |
| 20 | 6057 | 2.9% |
| 22 | 5606 | 2.7% |
| 19 | 5486 | 2.7% |
| 18 | 5441 | 2.6% |
| 17 | 5308 | 2.6% |
| Other values (43) | 147151 |
| Value | Count | Frequency (%) |
| 1 | 3198 | |
| 2 | 3826 | |
| 3 | 4025 | |
| 4 | 3785 | |
| 5 | 3795 | |
| 6 | 3913 | |
| 7 | 3844 | |
| 8 | 4038 | |
| 9 | 4282 | |
| 10 | 4236 |
| Value | Count | Frequency (%) |
| 53 | 3 | < 0.1% |
| 52 | 2671 | |
| 51 | 2785 | |
| 50 | 2891 | |
| 49 | 3173 | |
| 48 | 2806 | |
| 47 | 2893 | |
| 46 | 3063 | |
| 45 | 3068 | |
| 44 | 2745 |
| age | signup_flow | days_from_first_active_untill_booking | days_from_first_active_untill_account_created | days_from_account_created_untill_first_booking | year_first_active | month_first_active | day_first_active | day_of_week__first_active | week_of_year_first_active | year_first_booking | month_first_booking | day_first_booking | day_of_week_first_booking | week_of_year_first_booking | month_account_created | day_account_created | day_of_week_account_created | week_of_year_account_created | gender | signup_method | language | affiliate_channel | affiliate_provider | first_affiliate_tracked | signup_app | first_device_type | first_browser | country_destination | year_account_created | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| age | 1.000 | -0.008 | 0.161 | -0.002 | 0.161 | 0.004 | 0.009 | -0.001 | 0.020 | 0.009 | 0.187 | 0.006 | 0.182 | -0.184 | 0.037 | 0.009 | -0.001 | 0.021 | 0.009 | 0.384 | 0.308 | 0.029 | 0.052 | 0.046 | 0.043 | 0.055 | 0.049 | 0.065 | 0.103 | 0.063 |
| signup_flow | -0.008 | 1.000 | -0.013 | 0.004 | -0.013 | -0.006 | -0.001 | 0.011 | 0.034 | -0.003 | 0.007 | 0.031 | 0.029 | -0.028 | 0.031 | -0.001 | 0.011 | 0.034 | -0.004 | 0.098 | 0.236 | 0.014 | 0.365 | 0.267 | 0.109 | 0.569 | 0.282 | 0.258 | 0.044 | 0.221 |
| days_from_first_active_untill_booking | 0.161 | -0.013 | 1.000 | 0.006 | 1.000 | -0.242 | 0.083 | -0.006 | -0.004 | 0.080 | 0.826 | 0.050 | 0.718 | -0.731 | 0.168 | 0.083 | -0.006 | -0.004 | 0.080 | 0.141 | 0.102 | 0.018 | 0.095 | 0.090 | 0.048 | 0.150 | 0.098 | 0.085 | 0.315 | 0.598 |
| days_from_first_active_untill_account_created | -0.002 | 0.004 | 0.006 | 1.000 | -0.013 | -0.032 | 0.005 | 0.000 | -0.002 | 0.005 | -0.019 | 0.006 | -0.015 | 0.017 | 0.004 | 0.005 | 0.001 | 0.000 | 0.006 | 0.022 | 0.000 | 0.000 | 0.000 | 0.002 | 0.000 | 0.003 | 0.000 | 0.003 | 0.003 | 0.011 |
| days_from_account_created_untill_first_booking | 0.161 | -0.013 | 1.000 | -0.013 | 1.000 | -0.241 | 0.083 | -0.006 | -0.004 | 0.080 | 0.827 | 0.050 | 0.718 | -0.731 | 0.168 | 0.083 | -0.006 | -0.004 | 0.080 | 0.157 | 0.091 | 0.018 | 0.084 | 0.093 | 0.054 | 0.161 | 0.089 | 0.086 | 0.332 | 0.609 |
| year_first_active | 0.004 | -0.006 | -0.242 | -0.032 | -0.241 | 1.000 | -0.495 | 0.003 | 0.013 | -0.481 | 0.265 | -0.226 | 0.062 | -0.068 | -0.222 | -0.495 | 0.003 | 0.013 | -0.481 | 0.103 | 0.086 | 0.016 | 0.112 | 0.140 | 0.060 | 0.146 | 0.096 | 0.100 | 0.046 | 0.998 |
| month_first_active | 0.009 | -0.001 | 0.083 | 0.005 | 0.083 | -0.495 | 1.000 | -0.012 | -0.011 | 0.975 | -0.062 | 0.440 | 0.009 | -0.006 | 0.417 | 0.999 | -0.012 | -0.011 | 0.975 | 0.034 | 0.054 | 0.009 | 0.066 | 0.063 | 0.037 | 0.073 | 0.063 | 0.042 | 0.017 | 0.307 |
| day_first_active | -0.001 | 0.011 | -0.006 | 0.000 | -0.006 | 0.003 | -0.012 | 1.000 | -0.002 | 0.057 | 0.012 | -0.002 | 0.144 | -0.005 | 0.005 | -0.012 | 0.999 | -0.002 | 0.057 | 0.004 | 0.006 | 0.000 | 0.008 | 0.017 | 0.015 | 0.017 | 0.009 | 0.009 | 0.004 | 0.015 |
| day_of_week__first_active | 0.020 | 0.034 | -0.004 | -0.002 | -0.004 | 0.013 | -0.011 | -0.002 | 1.000 | -0.015 | 0.002 | -0.004 | -0.001 | 0.053 | -0.005 | -0.011 | -0.002 | 0.999 | -0.015 | 0.003 | 0.005 | 0.006 | 0.012 | 0.013 | 0.008 | 0.030 | 0.031 | 0.030 | 0.008 | 0.010 |
| week_of_year_first_active | 0.009 | -0.003 | 0.080 | 0.005 | 0.080 | -0.481 | 0.975 | 0.057 | -0.015 | 1.000 | -0.060 | 0.439 | 0.018 | -0.006 | 0.422 | 0.975 | 0.057 | -0.015 | 0.999 | 0.031 | 0.049 | 0.010 | 0.063 | 0.062 | 0.038 | 0.067 | 0.059 | 0.039 | 0.017 | 0.297 |
| year_first_booking | 0.187 | 0.007 | 0.826 | -0.019 | 0.827 | 0.265 | -0.062 | 0.012 | 0.002 | -0.060 | 1.000 | -0.092 | 0.789 | -0.806 | 0.037 | -0.062 | 0.012 | 0.002 | -0.060 | 0.126 | 0.042 | 0.019 | 0.086 | 0.099 | 0.042 | 0.086 | 0.065 | 0.072 | 0.440 | 0.644 |
| month_first_booking | 0.006 | 0.031 | 0.050 | 0.006 | 0.050 | -0.226 | 0.440 | -0.002 | -0.004 | 0.439 | -0.092 | 1.000 | 0.033 | -0.038 | 0.947 | 0.440 | -0.002 | -0.004 | 0.439 | 0.115 | 0.026 | 0.012 | 0.036 | 0.025 | 0.031 | 0.055 | 0.042 | 0.040 | 0.302 | 0.136 |
| day_first_booking | 0.182 | 0.029 | 0.718 | -0.015 | 0.718 | 0.062 | 0.009 | 0.144 | -0.001 | 0.018 | 0.789 | 0.033 | 1.000 | -0.719 | 0.159 | 0.008 | 0.144 | -0.001 | 0.018 | 0.116 | 0.023 | 0.012 | 0.033 | 0.020 | 0.023 | 0.054 | 0.040 | 0.039 | 0.312 | 0.044 |
| day_of_week_first_booking | -0.184 | -0.028 | -0.731 | 0.017 | -0.731 | -0.068 | -0.006 | -0.005 | 0.053 | -0.006 | -0.806 | -0.038 | -0.719 | 1.000 | -0.154 | -0.006 | -0.005 | 0.053 | -0.006 | 0.110 | 0.021 | 0.014 | 0.033 | 0.023 | 0.021 | 0.052 | 0.044 | 0.046 | 0.360 | 0.043 |
| week_of_year_first_booking | 0.037 | 0.031 | 0.168 | 0.004 | 0.168 | -0.222 | 0.417 | 0.005 | -0.005 | 0.422 | 0.037 | 0.947 | 0.159 | -0.154 | 1.000 | 0.417 | 0.005 | -0.005 | 0.423 | 0.111 | 0.026 | 0.012 | 0.035 | 0.024 | 0.031 | 0.053 | 0.041 | 0.039 | 0.291 | 0.134 |
| month_account_created | 0.009 | -0.001 | 0.083 | 0.005 | 0.083 | -0.495 | 0.999 | -0.012 | -0.011 | 0.975 | -0.062 | 0.440 | 0.008 | -0.006 | 0.417 | 1.000 | -0.012 | -0.011 | 0.975 | 0.034 | 0.054 | 0.009 | 0.066 | 0.063 | 0.037 | 0.073 | 0.063 | 0.042 | 0.017 | 0.307 |
| day_account_created | -0.001 | 0.011 | -0.006 | 0.001 | -0.006 | 0.003 | -0.012 | 0.999 | -0.002 | 0.057 | 0.012 | -0.002 | 0.144 | -0.005 | 0.005 | -0.012 | 1.000 | -0.002 | 0.057 | 0.004 | 0.006 | 0.000 | 0.008 | 0.017 | 0.015 | 0.017 | 0.009 | 0.009 | 0.004 | 0.015 |
| day_of_week_account_created | 0.021 | 0.034 | -0.004 | 0.000 | -0.004 | 0.013 | -0.011 | -0.002 | 0.999 | -0.015 | 0.002 | -0.004 | -0.001 | 0.053 | -0.005 | -0.011 | -0.002 | 1.000 | -0.015 | 0.003 | 0.005 | 0.006 | 0.012 | 0.013 | 0.008 | 0.030 | 0.031 | 0.030 | 0.008 | 0.010 |
| week_of_year_account_created | 0.009 | -0.004 | 0.080 | 0.006 | 0.080 | -0.481 | 0.975 | 0.057 | -0.015 | 0.999 | -0.060 | 0.439 | 0.018 | -0.006 | 0.423 | 0.975 | 0.057 | -0.015 | 1.000 | 0.031 | 0.049 | 0.010 | 0.063 | 0.062 | 0.038 | 0.068 | 0.059 | 0.039 | 0.017 | 0.297 |
| gender | 0.384 | 0.098 | 0.141 | 0.022 | 0.157 | 0.103 | 0.034 | 0.004 | 0.003 | 0.031 | 0.126 | 0.115 | 0.116 | 0.110 | 0.111 | 0.034 | 0.004 | 0.003 | 0.031 | 1.000 | 0.377 | 0.023 | 0.065 | 0.065 | 0.035 | 0.050 | 0.064 | 0.082 | 0.126 | 0.103 |
| signup_method | 0.308 | 0.236 | 0.102 | 0.000 | 0.091 | 0.086 | 0.054 | 0.006 | 0.005 | 0.049 | 0.042 | 0.026 | 0.023 | 0.021 | 0.026 | 0.054 | 0.006 | 0.005 | 0.049 | 0.377 | 1.000 | 0.045 | 0.138 | 0.121 | 0.041 | 0.223 | 0.190 | 0.119 | 0.026 | 0.086 |
| language | 0.029 | 0.014 | 0.018 | 0.000 | 0.018 | 0.016 | 0.009 | 0.000 | 0.006 | 0.010 | 0.019 | 0.012 | 0.012 | 0.014 | 0.012 | 0.009 | 0.000 | 0.006 | 0.010 | 0.023 | 0.045 | 1.000 | 0.045 | 0.077 | 0.030 | 0.019 | 0.026 | 0.042 | 0.017 | 0.019 |
| affiliate_channel | 0.052 | 0.365 | 0.095 | 0.000 | 0.084 | 0.112 | 0.066 | 0.008 | 0.012 | 0.063 | 0.086 | 0.036 | 0.033 | 0.033 | 0.035 | 0.066 | 0.008 | 0.012 | 0.063 | 0.065 | 0.138 | 0.045 | 1.000 | 0.621 | 0.367 | 0.286 | 0.152 | 0.137 | 0.040 | 0.125 |
| affiliate_provider | 0.046 | 0.267 | 0.090 | 0.002 | 0.093 | 0.140 | 0.063 | 0.017 | 0.013 | 0.062 | 0.099 | 0.025 | 0.020 | 0.023 | 0.024 | 0.063 | 0.017 | 0.013 | 0.062 | 0.065 | 0.121 | 0.077 | 0.621 | 1.000 | 0.330 | 0.231 | 0.120 | 0.083 | 0.024 | 0.157 |
| first_affiliate_tracked | 0.043 | 0.109 | 0.048 | 0.000 | 0.054 | 0.060 | 0.037 | 0.015 | 0.008 | 0.038 | 0.042 | 0.031 | 0.023 | 0.021 | 0.031 | 0.037 | 0.015 | 0.008 | 0.038 | 0.035 | 0.041 | 0.030 | 0.367 | 0.330 | 1.000 | 0.163 | 0.123 | 0.138 | 0.026 | 0.067 |
| signup_app | 0.055 | 0.569 | 0.150 | 0.003 | 0.161 | 0.146 | 0.073 | 0.017 | 0.030 | 0.067 | 0.086 | 0.055 | 0.054 | 0.052 | 0.053 | 0.073 | 0.017 | 0.030 | 0.068 | 0.050 | 0.223 | 0.019 | 0.286 | 0.231 | 0.163 | 1.000 | 0.649 | 0.503 | 0.061 | 0.146 |
| first_device_type | 0.049 | 0.282 | 0.098 | 0.000 | 0.089 | 0.096 | 0.063 | 0.009 | 0.031 | 0.059 | 0.065 | 0.042 | 0.040 | 0.044 | 0.041 | 0.063 | 0.009 | 0.031 | 0.059 | 0.064 | 0.190 | 0.026 | 0.152 | 0.120 | 0.123 | 0.649 | 1.000 | 0.631 | 0.045 | 0.107 |
| first_browser | 0.065 | 0.258 | 0.085 | 0.003 | 0.086 | 0.100 | 0.042 | 0.009 | 0.030 | 0.039 | 0.072 | 0.040 | 0.039 | 0.046 | 0.039 | 0.042 | 0.009 | 0.030 | 0.039 | 0.082 | 0.119 | 0.042 | 0.137 | 0.083 | 0.138 | 0.503 | 0.631 | 1.000 | 0.038 | 0.113 |
| country_destination | 0.103 | 0.044 | 0.315 | 0.003 | 0.332 | 0.046 | 0.017 | 0.004 | 0.008 | 0.017 | 0.440 | 0.302 | 0.312 | 0.360 | 0.291 | 0.017 | 0.004 | 0.008 | 0.017 | 0.126 | 0.026 | 0.017 | 0.040 | 0.024 | 0.026 | 0.061 | 0.045 | 0.038 | 1.000 | 0.052 |
| year_account_created | 0.063 | 0.221 | 0.598 | 0.011 | 0.609 | 0.998 | 0.307 | 0.015 | 0.010 | 0.297 | 0.644 | 0.136 | 0.044 | 0.043 | 0.134 | 0.307 | 0.015 | 0.010 | 0.297 | 0.103 | 0.086 | 0.019 | 0.125 | 0.157 | 0.067 | 0.146 | 0.107 | 0.113 | 0.052 | 1.000 |
| id | gender | age | signup_method | signup_flow | language | affiliate_channel | affiliate_provider | first_affiliate_tracked | signup_app | first_device_type | first_browser | country_destination | days_from_first_active_untill_booking | days_from_first_active_untill_account_created | days_from_account_created_untill_first_booking | year_first_active | month_first_active | day_first_active | day_of_week__first_active | week_of_year_first_active | year_first_booking | month_first_booking | day_first_booking | day_of_week_first_booking | week_of_year_first_booking | year_account_created | month_account_created | day_account_created | day_of_week_account_created | week_of_year_account_created | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | gxn3p5htnn | -unknown- | 49 | 0 | en | direct | direct | untracked | Web | Mac Desktop | Chrome | NDF | 2293 | 466 | 1827 | 2009 | 3 | 19 | 3 | 12 | 2015 | 6 | 29 | 0 | 27 | 2010 | 6 | 28 | 0 | 26 | |
| 1 | 820tgsjxq7 | MALE | 38 | 0 | en | seo | untracked | Web | Mac Desktop | Chrome | NDF | 2228 | 732 | 1496 | 2009 | 5 | 23 | 5 | 21 | 2015 | 6 | 29 | 0 | 27 | 2011 | 5 | 25 | 2 | 21 | ||
| 2 | 4ft3gnwmtx | FEMALE | 56 | basic | 3 | en | direct | direct | untracked | Web | Windows Desktop | IE | US | 419 | 476 | -57 | 2009 | 6 | 9 | 1 | 24 | 2010 | 8 | 2 | 0 | 31 | 2010 | 9 | 28 | 1 | 39 |
| 3 | bjjt8pjhuk | FEMALE | 42 | 0 | en | direct | direct | untracked | Web | Mac Desktop | Firefox | other | 1043 | 765 | 278 | 2009 | 10 | 31 | 5 | 44 | 2012 | 9 | 8 | 5 | 36 | 2011 | 12 | 5 | 0 | 49 | |
| 4 | 87mebub9p4 | -unknown- | 41 | basic | 0 | en | direct | direct | untracked | Web | Mac Desktop | Chrome | US | 72 | 280 | -208 | 2009 | 12 | 8 | 1 | 50 | 2010 | 2 | 18 | 3 | 7 | 2010 | 9 | 14 | 1 | 37 |
| 5 | osr2jwljor | -unknown- | 49 | basic | 0 | en | other | other | omg | Web | Mac Desktop | Chrome | US | 1 | 0 | 1 | 2010 | 1 | 1 | 4 | 53 | 2010 | 1 | 2 | 5 | 53 | 2010 | 1 | 1 | 4 | 53 |
| 6 | lsw9q7uk0j | FEMALE | 46 | basic | 0 | en | other | craigslist | untracked | Web | Mac Desktop | Safari | US | 3 | 0 | 3 | 2010 | 1 | 2 | 5 | 53 | 2010 | 1 | 5 | 1 | 1 | 2010 | 1 | 2 | 5 | 53 |
| 7 | 0d01nltbrs | FEMALE | 47 | basic | 0 | en | direct | direct | omg | Web | Mac Desktop | Safari | US | 10 | 0 | 10 | 2010 | 1 | 3 | 6 | 53 | 2010 | 1 | 13 | 2 | 2 | 2010 | 1 | 3 | 6 | 53 |
| 8 | a1vcnhxeij | FEMALE | 50 | basic | 0 | en | other | craigslist | untracked | Web | Mac Desktop | Safari | US | 206 | 0 | 206 | 2010 | 1 | 4 | 0 | 1 | 2010 | 7 | 29 | 3 | 30 | 2010 | 1 | 4 | 0 | 1 |
| 9 | 6uh8zyj2gn | -unknown- | 46 | basic | 0 | en | other | craigslist | omg | Web | Mac Desktop | Firefox | US | 0 | 0 | 0 | 2010 | 1 | 4 | 0 | 1 | 2010 | 1 | 4 | 0 | 1 | 2010 | 1 | 4 | 0 | 1 |
| id | gender | age | signup_method | signup_flow | language | affiliate_channel | affiliate_provider | first_affiliate_tracked | signup_app | first_device_type | first_browser | country_destination | days_from_first_active_untill_booking | days_from_first_active_untill_account_created | days_from_account_created_untill_first_booking | year_first_active | month_first_active | day_first_active | day_of_week__first_active | week_of_year_first_active | year_first_booking | month_first_booking | day_first_booking | day_of_week_first_booking | week_of_year_first_booking | year_account_created | month_account_created | day_account_created | day_of_week_account_created | week_of_year_account_created | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 213441 | omlc9iku7t | FEMALE | 34 | basic | 0 | en | direct | direct | linked | Web | Mac Desktop | Chrome | ES | 44 | 0 | 44 | 2014 | 6 | 30 | 0 | 27 | 2014 | 8 | 13 | 2 | 33 | 2014 | 6 | 30 | 0 | 27 |
| 213442 | rf0ay567js | -unknown- | 49 | basic | 0 | en | sem-brand | omg | Web | Mac Desktop | Chrome | NDF | 364 | 0 | 364 | 2014 | 6 | 30 | 0 | 27 | 2015 | 6 | 29 | 0 | 27 | 2014 | 6 | 30 | 0 | 27 | |
| 213443 | 0k26r3mir0 | FEMALE | 36 | basic | 0 | en | sem-brand | linked | Web | Mac Desktop | Safari | US | 13 | 0 | 13 | 2014 | 6 | 30 | 0 | 27 | 2014 | 7 | 13 | 6 | 28 | 2014 | 6 | 30 | 0 | 27 | |
| 213444 | 40o1ivh6cb | -unknown- | 49 | basic | 0 | en | direct | direct | linked | Web | Windows Desktop | Chrome | NDF | 364 | 0 | 364 | 2014 | 6 | 30 | 0 | 27 | 2015 | 6 | 29 | 0 | 27 | 2014 | 6 | 30 | 0 | 27 |
| 213445 | qbxza0xojf | FEMALE | 23 | basic | 0 | en | sem-brand | omg | Web | Windows Desktop | IE | US | 2 | 0 | 2 | 2014 | 6 | 30 | 0 | 27 | 2014 | 7 | 2 | 2 | 27 | 2014 | 6 | 30 | 0 | 27 | |
| 213446 | zxodksqpep | MALE | 32 | basic | 0 | en | sem-brand | omg | Web | Mac Desktop | Safari | NDF | 364 | 0 | 364 | 2014 | 6 | 30 | 0 | 27 | 2015 | 6 | 29 | 0 | 27 | 2014 | 6 | 30 | 0 | 27 | |
| 213447 | mhewnxesx9 | -unknown- | 49 | basic | 0 | en | direct | direct | linked | Web | Windows Desktop | Chrome | NDF | 364 | 0 | 364 | 2014 | 6 | 30 | 0 | 27 | 2015 | 6 | 29 | 0 | 27 | 2014 | 6 | 30 | 0 | 27 |
| 213448 | 6o3arsjbb4 | -unknown- | 32 | basic | 0 | en | direct | direct | untracked | Web | Mac Desktop | Firefox | NDF | 364 | 0 | 364 | 2014 | 6 | 30 | 0 | 27 | 2015 | 6 | 29 | 0 | 27 | 2014 | 6 | 30 | 0 | 27 |
| 213449 | jh95kwisub | -unknown- | 49 | basic | 25 | en | other | other | tracked-other | iOS | iPhone | Mobile Safari | NDF | 364 | 0 | 364 | 2014 | 6 | 30 | 0 | 27 | 2015 | 6 | 29 | 0 | 27 | 2014 | 6 | 30 | 0 | 27 |
| 213450 | nw9fwlyb5f | -unknown- | 49 | basic | 25 | en | direct | direct | untracked | iOS | iPhone | -unknown- | NDF | 364 | 0 | 364 | 2014 | 6 | 30 | 0 | 27 | 2015 | 6 | 29 | 0 | 27 | 2014 | 6 | 30 | 0 | 27 |